Optimization of open pit mines fleet using Simulation-based optimization method (Case study: SONGUN copper mine)

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Ghahremani Amir; MONJEZI MASOUD; Ghobadisamani Mohammad

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Journal: Modeling in Engineering Year:2019 | Volume:17 | Issue:56 Page(s): 169-190

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Information Journal Paper

Title

Optimization of open pit mines fleet using Simulation-based optimization method (Case study: SONGUN copper mine)

Author(s)

Ghahremani Amir | MONJEZI MASOUD | Ghobadisamani Mohammad | Issue Writer Certificate

Keywords

multi objective optimizationQ1

simulationQ2

MOPSOQ1

open pit minesQ1

haulingQ1

Abstract

In open pit mines the loaders and hauls choice, allocation and dispatching of trucks is one of the most important and complicated operational processes. That’ s optimization results in great thrifts. For the analysis of this type of examples, simulation is a powerful tool. One of the basic points in the topic of simulation models is the presentment of optimization. simulation based optimization methods are often one objective. In this Thesis it has been objected to use the multi objective forms of these methods. The considered goals are minimizing of operational cost and maximizing of production. Meta heuristic algorithms which is chosen for this issue Multi-Objective-Particle-Swarm-Optimization (MOPSO). For simulation we have used Arena’ s software and for optimization used MATLAB software. The results of proposal methods implementation on Sungun mine’ s loading and hauling fleet, shows that with the administration of obtained scenarios it is possible to maximize the current production of the mine 2. 5 times and to reduce the operational costs of production up to 23%

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APA: Copy

Ghahremani, Amir, MONJEZI, MASOUD, & Ghobadisamani, Mohammad. (2019). Optimization of open pit mines fleet using Simulation-based optimization method (Case study: SONGUN copper mine). JOURNAL OF MODELING IN ENGINEERING, 17(56 ), 169-190. SID. https://sid.ir/paper/358499/en

Vancouver: Copy

Ghahremani Amir, MONJEZI MASOUD, Ghobadisamani Mohammad. Optimization of open pit mines fleet using Simulation-based optimization method (Case study: SONGUN copper mine). JOURNAL OF MODELING IN ENGINEERING[Internet]. 2019;17(56 ):169-190. Available from: https://sid.ir/paper/358499/en

IEEE: Copy

Amir Ghahremani, MASOUD MONJEZI, and Mohammad Ghobadisamani, “Optimization of open pit mines fleet using Simulation-based optimization method (Case study: SONGUN copper mine),” JOURNAL OF MODELING IN ENGINEERING, vol. 17, no. 56 , pp. 169–190, 2019, [Online]. Available: https://sid.ir/paper/358499/en

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